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Intro

For duplication, we look at places in code where there are 6 or more lines of code that are exactly the same.
Before duplication is calculated, the code is cleaned to remove empty lines, comments, and frequently duplicated constructs such as imports.
You should aim at having as little as possible (<5%) of duplicated code as high-level of duplication can lead to maintenance difficulties, poor factoring, and logical contradictions.

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Duplication Overall

68% duplication:

2,611 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
1,791 duplicated lines

50 duplicates

Duplication per Extension

Duplication per Component (primary)

Duplication Between Components (50+ lines)

Download: SVG DOT (open online Graphviz editor)

From Component --> To Component	Duplicated Lines	File Pairs	Details
T5DST (63%) --> TransferQA (65%)	1555	7 file pairs	details...
T5DST/utils (31%) --> TransferQA/utils (91%)	90	1 file pair	details...
T5DST (2%) --> T5DST/utils (21%)	62	2 file pairs	details...
T5DST/utils (18%) --> TransferQA (2%)	54	1 file pair	details...

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Longest Duplicates

The list of 20 longest duplicates.

See data for all 50 duplicates...

Size	#	Folders	Files	Lines	Code
366	x 2	T5DST TransferQA	create_data_2_1.py create_data_mwoz.py	17:534 (100%) 19:536 (100%)	view
201	x 2	T5DST TransferQA	create_data.py create_data_mwoz.py	42:307 (56%) 41:309 (54%)	view
201	x 2	T5DST T5DST	create_data.py create_data_2_1.py	42:307 (56%) 39:307 (54%)	view
69	x 2	T5DST TransferQA	evaluate.py evaluate.py	6:86 (100%) 7:87 (100%)	view
47	x 2	T5DST T5DST	create_data.py create_data_2_1.py	441:509 (13%) 449:517 (12%)	view
47	x 2	T5DST TransferQA	create_data.py create_data_mwoz.py	441:509 (13%) 451:519 (12%)	view
45	x 2	T5DST/utils TransferQA/utils	fix_label.py fix_label.py	9:67 (91%) 8:66 (91%)	view
32	x 2	T5DST T5DST	create_data.py create_data_2_1.py	369:421 (8%) 373:425 (8%)	view
32	x 2	T5DST TransferQA	create_data.py create_data_mwoz.py	369:421 (8%) 375:427 (8%)	view
30	x 2	T5DST T5DST	T5.py train_GPT.py	111:153 (21%) 90:133 (30%)	view
29	x 2	T5DST TransferQA	T5.py T5.py	49:94 (20%) 21:67 (13%)	view
27	x 2	T5DST T5DST/utils	T5.py analysis.py	49:89 (19%) 18:58 (43%)	view
27	x 2	T5DST/utils TransferQA	analysis.py T5.py	18:58 (43%) 21:62 (12%)	view
23	x 2	T5DST TransferQA	data_loader.py data_loader.py	41:72 (13%) 38:70 (6%)	view
21	x 2	T5DST T5DST	create_data.py create_data_2_1.py	329:354 (5%) 333:358 (5%)	view
21	x 2	T5DST TransferQA	create_data.py create_data_mwoz.py	329:354 (5%) 335:360 (5%)	view
15	x 2	T5DST TransferQA	data_loader.py data_loader.py	84:98 (8%) 81:95 (4%)	view
15	x 2	T5DST TransferQA	T5.py T5.py	153:169 (10%) 137:154 (6%)	view
13	x 2	T5DST T5DST	create_data.py create_data_2_1.py	16:35 (3%) 17:36 (3%)	view
13	x 2	T5DST TransferQA	create_data.py create_data_mwoz.py	16:35 (3%) 19:38 (3%)	view

Duplicated Units

The list of top 18 duplicated units.

See data for all 18 unit duplicates...

Size	#	Folders	Files	Lines	Code
71	x 2	T5DST TransferQA	create_data_2_1.py create_data_mwoz.py	0:0 0:0	view
69	x 3	T5DST T5DST TransferQA	create_data.py create_data_2_1.py create_data_mwoz.py	0:0 0:0 0:0	view
52	x 3	T5DST T5DST TransferQA	create_data.py create_data_2_1.py create_data_mwoz.py	0:0 0:0 0:0	view
34	x 3	T5DST T5DST TransferQA	create_data.py create_data_2_1.py create_data_mwoz.py	0:0 0:0 0:0	view
36	x 2	T5DST TransferQA	create_data_2_1.py create_data_mwoz.py	0:0 0:0	view
23	x 3	T5DST T5DST TransferQA	create_data.py create_data_2_1.py create_data_mwoz.py	0:0 0:0 0:0	view
20	x 2	T5DST TransferQA	evaluate.py evaluate.py	0:0 0:0	view
21	x 2	T5DST TransferQA	evaluate.py evaluate.py	0:0 0:0	view
19	x 2	T5DST TransferQA	create_data_2_1.py create_data_mwoz.py	0:0 0:0	view
16	x 3	T5DST T5DST TransferQA	create_data.py create_data_2_1.py create_data_mwoz.py	0:0 0:0 0:0	view
14	x 2	T5DST TransferQA	evaluate.py evaluate.py	0:0 0:0	view
18	x 2	T5DST TransferQA	create_data_2_1.py create_data_mwoz.py	0:0 0:0	view
13	x 3	T5DST T5DST TransferQA	create_data.py create_data_2_1.py create_data_mwoz.py	0:0 0:0 0:0	view
12	x 3	T5DST T5DST TransferQA	create_data.py create_data_2_1.py create_data_mwoz.py	0:0 0:0 0:0	view
10	x 3	T5DST T5DST TransferQA	create_data.py create_data_2_1.py create_data_mwoz.py	0:0 0:0 0:0	view
9	x 3	T5DST T5DST TransferQA	create_data.py create_data_2_1.py create_data_mwoz.py	0:0 0:0 0:0	view
8	x 3	T5DST T5DST/utils TransferQA	T5.py analysis.py T5.py	0:0 0:0 0:0	view
6	x 3	T5DST T5DST/utils TransferQA	T5.py analysis.py T5.py	0:0 0:0 0:0	view